dynaq agent

[sharabhshukla]

Dyna-Q is a conceptual algorithm that illustrates how real and simulated experience can be combined in building a policy. Planning in RL terminology refers to using simulated experience generated by a model to find or improve a policy for interacting with a modeled environment

Any plans on having this agent in mushrrom rl ?

Additional context
Add any other context or screenshots about the feature request here.

[boris-il-forte]

We have plans to introduce model-based RL, but unfortunately not in the short term.
We will get back to this if we have more time. Unfortunately, the workforce for mushroom is limited and model-based RL requires a bit of software engineering. This means that we cannot also accept pull requests on the topic either, at the moment.